{"id":"W7000405851","doi":"","title":"Factors Associated with Specialist Referral for Patients with Type 2 Diabetes in Southwestern and Central Ontario","year":2010,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Referral; Odds; Odds ratio; Logistic regression; Type 2 diabetes; Patient referral","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001570412,0.0003111315,0.000389165,0.0005069217,0.0002092763,0.0003135487,0.0003284796,0.0002870719,0.00002083494],"category_scores_gemma":[0.00006698166,0.0002656768,0.00004211602,0.0004680314,0.0001516796,0.001687419,0.0001510489,0.0006013599,0.000008148066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001846267,"about_ca_system_score_gemma":0.00009773318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123362,"about_ca_topic_score_gemma":0.804941,"domain_scores_codex":[0.9983773,0.0000249213,0.000222551,0.00049041,0.0002412222,0.000643653],"domain_scores_gemma":[0.9990657,0.0000565025,0.0002692371,0.00027465,0.0002695122,0.00006438887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001184216,0.0001080138,0.9990107,0.00006169521,0.00004405919,0.00001464743,0.0001290172,7.450353e-7,0.00002664725,0.0002790051,4.865844e-7,0.0002066051],"study_design_scores_gemma":[0.002278562,0.000146375,0.9933124,0.0001532133,0.00005539197,3.039242e-7,0.0001307188,3.66287e-7,0.00001684524,0.00006814513,0.003482561,0.0003550879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986526,0.000003492193,0.000006954513,0.00008887012,0.0003779505,0.0006121793,0.00002114238,0.0001317103,0.0001050634],"genre_scores_gemma":[0.9990051,4.154002e-7,0.000007239286,0.0001517147,0.0001320822,0.000002270338,0.0001536835,0.00004620323,0.0005012869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8038176,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07868117251141508,"score_gpt":0.2623789636674435,"score_spread":0.1836977911560284,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}